Sujeong Baek

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 9

Top Topics

Improves The Classification Accuracy

Multivariate Time Series

Sensitivity Analysis

Histogram Intersection Kernel

Top Venues

IEEE Trans. Cybern.

Publications

Na Hyeon Yu, Sujeong Baek
Fault Detection in Automatic Manufacturing Processes via 2D Image Analysis Using a Combined CNN-LSTM Model. APMS (1) (2022)
Yebon Lee, Sujeong Baek
Multiple Operational Status Classification Based on One-Versus-One SVM in FDM 3D Printer. APMS (1) (2022)
Sujeong Baek, Yong-Uk Song
Abrupt covariance based signal extraction for fault prediction of an aircraft engine. SNPD Winter (2021)
Duck Young Kim, Jin Woo Park, Sujeong Baek, K.-B. Park, H.-R. Kim, J.-I. Park, H.-S. Kim, B.-B. Kim, H.-Y. Oh, Kichang Namgung, Woonsang Baek
A modular factory testbed for the rapid reconfiguration of manufacturing systems. J. Intell. Manuf. 31 (3) (2020)
Kichang Namgung, Hyunsik Yoon, Sujeong Baek, Duck Young Kim
Estimating System State through Similarity Analysis of Signal Patterns. Sensors 20 (23) (2020)
Sujeong Baek, Duck Young Kim
Fault Prediction via Symptom Pattern Extraction Using the Discretized State Vectors of Multisensor Signals. IEEE Trans. Ind. Informatics 15 (2) (2019)
Sujeong Baek, Duck Young Kim
Abrupt variance and discernibility analyses of multi-sensor signals for fault pattern extraction. Comput. Ind. Eng. 128 (2019)
Woonsang Baek, Sujeong Baek, Duck Young Kim
Characterization of System Status Signals for Multivariate Time Series Discretization Based on Frequency and Amplitude Variation. Sensors 18 (1) (2018)
Sujeong Baek, Duck Young Kim
Empirical Sensitivity Analysis of Discretization Parameters for Fault Pattern Extraction From Multivariate Time Series Data. IEEE Trans. Cybern. 47 (5) (2017)